Triple
T19318152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cava |
E483151
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Brett Schulman
Brett Schulman is an American business executive best known as the co-founder and CEO of the fast-casual Mediterranean restaurant chain Cava.
|
E1396548
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Brett Schulman | Statement: [Cava, foundedBy, Brett Schulman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brett Schulman Context triple: [Cava, foundedBy, Brett Schulman]
-
A.
Jason Bittner
Jason Bittner is an American heavy metal drummer best known for his work with the band Shadows Fall and his highly technical, influential playing style.
-
B.
Troy Brauntuch
Troy Brauntuch is an American contemporary artist known for his enigmatic, photo-based drawings and paintings that explore themes of memory, history, and the mediated image.
-
C.
Jason Sehorn
Jason Sehorn is a former American football cornerback best known for his NFL career with the New York Giants in the 1990s and early 2000s.
-
D.
Jeremy Stoppelman
Jeremy Stoppelman is an American entrepreneur best known as the co-founder and longtime CEO of Yelp, a popular online review platform for local businesses.
-
E.
Brant Daugherty
Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Brett Schulman Triple: [Cava, foundedBy, Brett Schulman]
Generated description
Brett Schulman is an American business executive best known as the co-founder and CEO of the fast-casual Mediterranean restaurant chain Cava.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brett Schulman Target entity description: Brett Schulman is an American business executive best known as the co-founder and CEO of the fast-casual Mediterranean restaurant chain Cava.
-
A.
Jason Bittner
Jason Bittner is an American heavy metal drummer best known for his work with the band Shadows Fall and his highly technical, influential playing style.
-
B.
Troy Brauntuch
Troy Brauntuch is an American contemporary artist known for his enigmatic, photo-based drawings and paintings that explore themes of memory, history, and the mediated image.
-
C.
Jason Sehorn
Jason Sehorn is a former American football cornerback best known for his NFL career with the New York Giants in the 1990s and early 2000s.
-
D.
Jeremy Stoppelman
Jeremy Stoppelman is an American entrepreneur best known as the co-founder and longtime CEO of Yelp, a popular online review platform for local businesses.
-
E.
Brant Daugherty
Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8e8d13e3c81909d91d1d5ec37c095 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e60d85046c81909d972a6b369b0c2b |
completed | April 20, 2026, 11:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ccb1ef608190af8bd4e7cd8c63cf |
completed | May 16, 2026, 1:47 a.m. |
| NEDg | Description generation | batch_6a07ce0ee7ac8190af90a2ab043da4c2 |
completed | May 16, 2026, 1:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ce5e36f48190ba3b0b44a74262c4 |
completed | May 16, 2026, 1:54 a.m. |
Created at: April 10, 2026, 1:32 p.m.